genzeonplatform/healthcare-brain-procedure-surgery-ner

Healthcare Brain Procedure Surgery NER

Extract procedure and surgery entities from unstructured clinical text using genzeonplatform/healthcare-brain-procedure-surgery-ner, a Bio_ClinicalBERT fine-tuned for 11 procedure/surgery entity types: procedure name, surgery type, procedure date, procedure status, procedure outcome, procedure site, surgical approach, anesthesia type, CPT code, device used, and implant name.

Paste an operative report, procedure note, or discharge summary and the model highlights procedure spans in-text, with a summary table of each extracted entity and its confidence score.